Fold 1 - Understanding why coefficient 1915987 was selected
Tag: ITCHY SKIN
Selected Coefficient: 1915987
Taxonomy Path: 0.0.70.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 1915987 | 2.000160 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | Yes | |
| 514426907 | 2.000160 | 0.0.30.16.13 | 13.16.30.0.0 (13*79^4 + 16*79^3 + 30*79^2) | No | |
| 512385850 | 3.000000 | 66.75.18.12.13 | 13.12.18.75.66 (13*79^4 + 12*79^3 + 18*79^2 + 75*79 + 66) | No | |
| 1098023566 | 3.000000 | 38.9.4.15.28 | 28.15.4.9.38 (28*79^4 + 15*79^3 + 4*79^2 + 9*79 + 38) | No |
These are the training products that have the "ITCHY SKIN" tag (processing sequence 1811). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 1098023566 | ACNE, ANTI-AGEING, AROMATHERAPY, BREAK OUTS, CALM, COMBINATION SKIN | 1096107579 | none | ||
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 514426907 | LAVENDER, ANTI-AGEING, AWARD WINNING, ECZEMA | 512510920 | none | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | 512385850 | LAVENDER, ANTI-AGEING, AROMATHERAPY, AWARD WINNING, ECZEMA | 510469863 | none | ||
| 13667 | Green Parent Beauty Bible Awards 2018 | 1915987 | AWARD WINNING | 0 | none |